The Influence of Familial and Peer Social Support on Post-Traumatic Stress Disorder Among Black Girls in Juvenile Correctional Facilities
Bibliographic record
Abstract
Black girls bear a higher burden of juvenile justice involvement in the United States, relative to other racial/ethnic female groups. Emerging evidence suggests that system involvement is related to trauma histories and post-traumatic stress disorder (PTSD). This study investigated the associations between individual, family, and peer factors, and their relationship to PTSD among Black girls with juvenile justice involvement. Cross-sectional data were collected from 188 Black girls in detention. Measures assessed were history of abuse, negative peer norms, future orientation, caregiver support, self-esteem, age, and PTSD symptoms. Major regression findings indicated that higher rates of caregiver support, higher negative peer norms, lower self-esteem rates, and lower future orientation rates were correlated with greater PTSD symptoms. Treatment programs for this population warrant a multisystemic approach, which includes caregivers and peers, and bolstering important constructs such as self-esteem and hopefulness.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".